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MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

Jan 15, 2019
Dan Li, Dacheng Chen, Lei Shi, Baihong Jin, Jonathan Goh, See-Kiong Ng

* This is a pre-print of an on-going work. arXiv admin note: text overlap with arXiv:1809.04758 

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Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series

Oct 09, 2018
Dan Li, Dacheng Chen, Jonathan Goh, See-kiong Ng

* This paper was presented in the 7th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications on the ACM Knowledge Discovery and Data Mining conference, August 2018, London, United Kingdom 

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